{"id":"W7104248520","doi":"10.71781/1171","title":"Sociodemographic, lifestyle and psychological factors associated with positive mental health In young adults","year":2024,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fonds de Recherche du Québec - Santé","keywords":"Mental health; Social environment; Coping (psychology); Young adult; Promotion (chess)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007328839,0.0001724776,0.0002365861,0.0007067312,0.0004097756,0.0005469827,0.0001710947,0.0003355303,0.002344013],"category_scores_gemma":[0.002637564,0.0002613353,0.0004435192,0.0008115669,0.0002204815,0.0003046592,0.0004039744,0.0003587033,0.0001976396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002567671,"about_ca_system_score_gemma":0.0005000815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01621048,"about_ca_topic_score_gemma":0.02386524,"domain_scores_codex":[0.9996901,0.0001010111,0.00005064558,0.00004618903,0.0000525899,0.00005956773],"domain_scores_gemma":[0.9989116,0.0002792506,0.0004467947,0.00005846838,0.0001152896,0.0001886456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001521985,0.00001551162,0.9989926,0.00001500959,0.00001872552,0.00001608049,0.0001361374,0.00001004433,0.00003893898,0.000006988382,0.00002055671,0.0007140989],"study_design_scores_gemma":[8.509363e-7,0.0000267981,0.9995388,0.00001077858,0.000009413129,0.00002776357,0.0002981744,0.00002133297,0.0000106596,0.000005492803,0.00004921382,7.231044e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989873,0.0003876034,0.00003907608,0.00005735846,0.000004688219,0.00001004895,0.0002779894,0.000001321172,0.0002347437],"genre_scores_gemma":[0.9992915,0.0002306711,0.00007219652,0.00001883797,0.000004533997,0.00001454785,0.000205439,6.350058e-7,0.0001615255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01621048,"threshold_uncertainty_score":0.03223228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06563830445344904,"score_gpt":0.4694643176135916,"score_spread":0.4038260131601425,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}